30-day diagnostic, as it arrives on the executive desk.
Redacted replica of the 30-day diagnostic VitaCoreX produces at engagement start. Client identity, exact figures, and personnel are replaced with marked redactions; structure, methodology, and tone are unchanged.
Executive summary.
Written for the CFO and COO audience — five observations, each tied to dollar magnitude. Recommendations sit in Section 5 after findings are established.
- Recoverable AR across the network totals $[REDACTED]M — concentrated in balances aged 60–180 days with mixed packet quality.
- [REDACTED]% of balances over 90 days lack documentation required to respond to a patient or payer challenge without additional research.
- Escalation thresholds vary across [REDACTED] sites — some escalate at 60 days, others past 120 — producing unequal treatment and DSO drift.
- Patient-facing payment paths are inconsistent: [REDACTED] sites offer a modern portal, [REDACTED] sites rely on paper statements only.
- Bad-debt write-offs trended up [REDACTED]% YoY in trailing 12 months — driver is documentation timing, not patient creditworthiness.
Methodology.
Three phases: data collection (days 1–10), sampling and audit (days 11–22), synthesis and executive review (days 23–30). Read-only access; no system writes, no patient contact.
- Aging report pulls per site — weekly snapshots across trailing 90 days, reconciled to the operator close.
- Statistically sampled packet audit — 120 balances across sites, aging buckets, service types; each scored against a 12-item rubric.
- Escalation-threshold audit — one interview per site with the billing manager, focused on observed practice rather than written policy.
- Patient-path walkthrough — shadow exercise from statement receipt to portal login, on each site’s production configuration.
- Contract and payer-mix review — read for ambiguity only; no renegotiation within diagnostic scope.
Findings by domain.
Each finding follows Observation → Impact → Root cause → Recommendation. Same template the live deliverable uses so every finding can be evaluated independently.
Finding 3.1 — Documentation timing
Observation: [REDACTED]% of 90+-day balances lack an itemized statement matched to service date. Impact: every challenge requires a research cycle averaging [REDACTED] days before response. Root cause: documentation generated at billing, not re-generated at escalation. Recommendation: regenerate fresh packet at each escalation threshold.
Finding 3.2 — Escalation variance
Observation: across [REDACTED] sites, escalation occurs between day 60 and day 130 by billing-manager preference. Impact: identical-profile balances experience materially different timelines — fairness and compliance exposure. Root cause: no network-wide written policy. Recommendation: unified thresholds at 45 / 75 / 120 days with documented override criteria.
Finding 3.3 — Payment-path inconsistency
Observation: [REDACTED] of [REDACTED] sites send paper-only statements with no digital fallback. Impact: patients who prefer digital get friction at the exact moment the network needs cooperation. Root cause: portal rollout paused during [REDACTED] transition. Recommendation: extend portal option to all sites; paper retained as fallback.
Finding 3.4 — EHR-to-practice reconciliation gap
Observation: [REDACTED] sites show unreconciled balance delta between EHR and practice-management system, ranging $[REDACTED]K–$[REDACTED]K. Impact: finance reporting understates AR by aggregated $[REDACTED]K. Root cause: reconciliation cadence lapsed post-acquisition. Recommendation: weekly reconciliation restored network-wide with variance tolerance published.
Finding 3.5 — Counsel-handoff readiness
Observation: at enforcement point, packet readiness averages [REDACTED]% against 90% counsel requires. Impact: counsel delays action or bills additional preparation hours. Root cause: no single handoff-packet template. Recommendation: codify handoff template; measure readiness as standing KPI.
Recovery opportunity band.
Range-framed, not single-point. Low end assumes partial adoption; high end assumes full workflow adoption with documentation refresh discipline held.
- Low band · 6-month recovery
- $[REDACTED]MPartial adoption, documentation refresh every 60 days
- High band · 6-month recovery
- $[REDACTED]MFull adoption, weekly packet refresh, threshold discipline held
- DSO compression estimate
- [REDACTED] daysWeighted-average movement across sites at 6-month mark
- Bad-debt write-off trajectory
- DecliningDirection, not magnitude — pending engagement close
90-day prioritized roadmap.
Sequencing the diagnostic recommends. Not a quote — scope and price negotiated separately. Published so the operator can evaluate fit before commercial terms.
Days 1–30
Unified aging view, pilot sites, packet template
Build cross-site aging dashboard. Select [REDACTED] pilot sites covering volume and specialty mix. Publish patient-balance packet template. No network-wide rollout in this window — containment until the pilot validates.
Days 31–60
Payment-path cleanup, network rollout, exception queue
Extend portal to all sites with paper retained as fallback. Launch weekly exception queue with single cadence day across the network. Standardize message template with compliance sign-off.
Days 61–90
Unified thresholds, counsel template, operator handback
Set thresholds at 45 / 75 / 120 days. Publish counsel-handoff packet template. Begin handback of reporting cadence to the operator team with VCX in observer role for the final two weeks.
Out of scope for this diagnostic.
The diagnostic scope is deliberately narrow. Anything listed here is counsel-side, operator-side, or a separate commercial engagement.
- No legal representation or legal advice. Counsel-side work remains with the operator’s counsel; this diagnostic flags items for counsel, it does not resolve them.
- No debt-collection activity. No balance is contacted, assigned, or referred by VitaCoreX inside the diagnostic window.
- No HIPAA policy design. Compliance artifacts (NPP, BAA templates, breach-response policies) remain the operator’s responsibility.
- No payer contract renegotiation. Contracts read for ambiguity only; renegotiation is a separate engagement.
- No PHI processing on VitaCoreX-owned infrastructure. All workflow tooling runs inside the operator’s controlled environment.
- No warranty of specific recovery outcome. The Section 4 band is a modeled range, not a guarantee.